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SEPON, a Selection and Evaluation Pipeline for OligoNucleotides based on ESTs with a non-target Tm algorithm for
Henrik Hornshøj1, Henrik Stengaard, Frank Panitz
1Department of Animal Breeding and Genetics, Danish Institute of Agricultural Sciences, Research Center Foulum, DK-8830 Tjele, Denmark. henrikh.jensen@agrsci.dk
Bioinformatics (Oxford, England)
|February 13, 2004
Summary
The Selection and Evaluation Pipeline for OligoNucleotide (SEPON) tool optimizes oligonucleotide selection for gene expression profiling. It filters sequences to minimize cross-hybridization, improving microarray data accuracy.
Area of Science:
- Genomics
- Bioinformatics
- Molecular Biology
Background:
- Microarray gene-expression profiling requires high-quality oligonucleotide sequences.
- Non-annotated genomes present challenges in selecting specific oligonucleotide probes.
- Cross-hybridization can lead to inaccurate gene expression data.
Purpose of the Study:
- To develop a computational pipeline for selecting optimal oligonucleotide sequences from expressed sequence tags of non-annotated genomes.
- To implement a non-target melting temperature (T(m)) algorithm to reduce cross-hybridization.
- To provide a user-defined filtering and ranking system for oligonucleotide selection.
Main Methods:
- The Selection and Evaluation Pipeline for OligoNucleotide (SEPON) was developed.
- An algorithm was created to estimate the T(m) of oligonucleotide hybridization to non-specific targets (non-target T(m)).
- Oligonucleotides with non-target T(m) above a user-defined threshold were discarded.
- Filtering criteria included predicted exon location, 3' distance, GC content, secondary structure T(m), and non-target T(m).
Main Results:
- SEPON generates n-mer oligonucleotide sequences suitable for microarray gene-expression profiling.
- The non-target T(m) algorithm effectively reduces potential cross-hybridization.
- The pipeline ranks oligonucleotides based on multiple user-defined parameters for optimal selection.
Conclusions:
- SEPON provides an effective method for selecting specific oligonucleotide sequences from non-annotated genomes.
- The tool enhances the accuracy of microarray gene-expression profiling by minimizing cross-hybridization.
- SEPON offers a flexible and customizable approach to oligonucleotide design.